| { |
| "protocol": "uniform-1M geometry; deterministic 1000 TRAIN validation; joint diagnostic sweep lambda_M and h", |
| "route_relevant_recall": 0.8088930936613056, |
| "timing_median_ms": 83.71302199975617, |
| "avg_candidate_docs": 92472.19019019019, |
| "rows": [ |
| { |
| "lambda_M": 0.0, |
| "h": 0, |
| "nDCG@10": 0.1397524645016781, |
| "MRR@10": 0.1094765873015873, |
| "P@10": 0.0257, |
| "R@10": 0.24683333333333332, |
| "R@100": 0.4785, |
| "Hit@10": 0.253, |
| "Hit@100": 0.487, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6177861873226111 |
| }, |
| { |
| "lambda_M": 0.0, |
| "h": 1, |
| "nDCG@10": 0.1405063610645428, |
| "MRR@10": 0.11086111111111112, |
| "P@10": 0.0256, |
| "R@10": 0.24583333333333332, |
| "R@100": 0.4785, |
| "Hit@10": 0.252, |
| "Hit@100": 0.487, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6177861873226111 |
| }, |
| { |
| "lambda_M": 0.0, |
| "h": 2, |
| "nDCG@10": 0.1395704748687055, |
| "MRR@10": 0.10969126984126984, |
| "P@10": 0.0256, |
| "R@10": 0.24583333333333332, |
| "R@100": 0.48, |
| "Hit@10": 0.252, |
| "Hit@100": 0.489, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6177861873226111 |
| }, |
| { |
| "lambda_M": 0.0, |
| "h": 3, |
| "nDCG@10": 0.13658188078706246, |
| "MRR@10": 0.106975, |
| "P@10": 0.025299999999999996, |
| "R@10": 0.24233333333333332, |
| "R@100": 0.4795, |
| "Hit@10": 0.249, |
| "Hit@100": 0.489, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6177861873226111 |
| }, |
| { |
| "lambda_M": 0.25, |
| "h": 0, |
| "nDCG@10": 0.14285054006979786, |
| "MRR@10": 0.11323611111111112, |
| "P@10": 0.025799999999999997, |
| "R@10": 0.24716666666666665, |
| "R@100": 0.4915, |
| "Hit@10": 0.253, |
| "Hit@100": 0.501, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6263008514664143 |
| }, |
| { |
| "lambda_M": 0.25, |
| "h": 1, |
| "nDCG@10": 0.1422877640016244, |
| "MRR@10": 0.11320555555555555, |
| "P@10": 0.0255, |
| "R@10": 0.24416666666666667, |
| "R@100": 0.4915, |
| "Hit@10": 0.25, |
| "Hit@100": 0.501, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6263008514664143 |
| }, |
| { |
| "lambda_M": 0.25, |
| "h": 2, |
| "nDCG@10": 0.13987537138723605, |
| "MRR@10": 0.11051349206349206, |
| "P@10": 0.0254, |
| "R@10": 0.24316666666666667, |
| "R@100": 0.4915, |
| "Hit@10": 0.249, |
| "Hit@100": 0.501, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6263008514664143 |
| }, |
| { |
| "lambda_M": 0.25, |
| "h": 3, |
| "nDCG@10": 0.13718372670723109, |
| "MRR@10": 0.10774007936507937, |
| "P@10": 0.0252, |
| "R@10": 0.24116666666666667, |
| "R@100": 0.4915, |
| "Hit@10": 0.247, |
| "Hit@100": 0.501, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6263008514664143 |
| }, |
| { |
| "lambda_M": 0.5, |
| "h": 0, |
| "nDCG@10": 0.13946599153103126, |
| "MRR@10": 0.1106186507936508, |
| "P@10": 0.0251, |
| "R@10": 0.24016666666666667, |
| "R@100": 0.48625, |
| "Hit@10": 0.246, |
| "Hit@100": 0.496, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6130558183538316 |
| }, |
| { |
| "lambda_M": 0.5, |
| "h": 1, |
| "nDCG@10": 0.14116844865286704, |
| "MRR@10": 0.11250873015873016, |
| "P@10": 0.025200000000000004, |
| "R@10": 0.24116666666666667, |
| "R@100": 0.486, |
| "Hit@10": 0.247, |
| "Hit@100": 0.495, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6130558183538316 |
| }, |
| { |
| "lambda_M": 0.5, |
| "h": 2, |
| "nDCG@10": 0.13887201477284308, |
| "MRR@10": 0.11005873015873016, |
| "P@10": 0.0251, |
| "R@10": 0.24016666666666667, |
| "R@100": 0.486, |
| "Hit@10": 0.246, |
| "Hit@100": 0.495, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6130558183538316 |
| }, |
| { |
| "lambda_M": 0.5, |
| "h": 3, |
| "nDCG@10": 0.1362786126433556, |
| "MRR@10": 0.10741190476190476, |
| "P@10": 0.0249, |
| "R@10": 0.23816666666666667, |
| "R@100": 0.486, |
| "Hit@10": 0.244, |
| "Hit@100": 0.495, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6130558183538316 |
| }, |
| { |
| "lambda_M": 1.0, |
| "h": 0, |
| "nDCG@10": 0.14141413871656608, |
| "MRR@10": 0.11388134920634921, |
| "P@10": 0.025, |
| "R@10": 0.239, |
| "R@100": 0.47375, |
| "Hit@10": 0.245, |
| "Hit@100": 0.483, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6007568590350048 |
| }, |
| { |
| "lambda_M": 1.0, |
| "h": 1, |
| "nDCG@10": 0.14143261890185457, |
| "MRR@10": 0.11333809523809524, |
| "P@10": 0.0251, |
| "R@10": 0.24, |
| "R@100": 0.47475, |
| "Hit@10": 0.246, |
| "Hit@100": 0.484, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6007568590350048 |
| }, |
| { |
| "lambda_M": 1.0, |
| "h": 2, |
| "nDCG@10": 0.13906060617440802, |
| "MRR@10": 0.11038095238095239, |
| "P@10": 0.0251, |
| "R@10": 0.24, |
| "R@100": 0.47475, |
| "Hit@10": 0.246, |
| "Hit@100": 0.484, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6007568590350048 |
| }, |
| { |
| "lambda_M": 1.0, |
| "h": 3, |
| "nDCG@10": 0.1360423566315884, |
| "MRR@10": 0.10745555555555555, |
| "P@10": 0.0248, |
| "R@10": 0.237, |
| "R@100": 0.47475, |
| "Hit@10": 0.243, |
| "Hit@100": 0.484, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.6007568590350048 |
| }, |
| { |
| "lambda_M": 2.0, |
| "h": 0, |
| "nDCG@10": 0.14182202750200187, |
| "MRR@10": 0.11426984126984127, |
| "P@10": 0.025099999999999997, |
| "R@10": 0.2395, |
| "R@100": 0.46475, |
| "Hit@10": 0.246, |
| "Hit@100": 0.474, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5903500473036897 |
| }, |
| { |
| "lambda_M": 2.0, |
| "h": 1, |
| "nDCG@10": 0.14262715366731282, |
| "MRR@10": 0.11441190476190477, |
| "P@10": 0.0253, |
| "R@10": 0.2415, |
| "R@100": 0.46475, |
| "Hit@10": 0.248, |
| "Hit@100": 0.474, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5903500473036897 |
| }, |
| { |
| "lambda_M": 2.0, |
| "h": 2, |
| "nDCG@10": 0.13931359747220823, |
| "MRR@10": 0.11058412698412698, |
| "P@10": 0.0252, |
| "R@10": 0.2405, |
| "R@100": 0.46475, |
| "Hit@10": 0.247, |
| "Hit@100": 0.474, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5903500473036897 |
| }, |
| { |
| "lambda_M": 2.0, |
| "h": 3, |
| "nDCG@10": 0.13640745055511708, |
| "MRR@10": 0.10766388888888889, |
| "P@10": 0.0249, |
| "R@10": 0.238, |
| "R@100": 0.46475, |
| "Hit@10": 0.244, |
| "Hit@100": 0.474, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5903500473036897 |
| }, |
| { |
| "lambda_M": 4.0, |
| "h": 0, |
| "nDCG@10": 0.14351980958178362, |
| "MRR@10": 0.11686468253968253, |
| "P@10": 0.025, |
| "R@10": 0.2385, |
| "R@100": 0.45975, |
| "Hit@10": 0.245, |
| "Hit@100": 0.469, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5856196783349101 |
| }, |
| { |
| "lambda_M": 4.0, |
| "h": 1, |
| "nDCG@10": 0.14235669081854996, |
| "MRR@10": 0.11435674603174605, |
| "P@10": 0.025200000000000004, |
| "R@10": 0.2405, |
| "R@100": 0.45975, |
| "Hit@10": 0.247, |
| "Hit@100": 0.469, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5856196783349101 |
| }, |
| { |
| "lambda_M": 4.0, |
| "h": 2, |
| "nDCG@10": 0.1392652494129934, |
| "MRR@10": 0.11081150793650793, |
| "P@10": 0.0251, |
| "R@10": 0.2395, |
| "R@100": 0.45975, |
| "Hit@10": 0.246, |
| "Hit@100": 0.469, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5856196783349101 |
| }, |
| { |
| "lambda_M": 4.0, |
| "h": 3, |
| "nDCG@10": 0.13624800055776398, |
| "MRR@10": 0.1076313492063492, |
| "P@10": 0.024900000000000002, |
| "R@10": 0.2375, |
| "R@100": 0.45975, |
| "Hit@10": 0.244, |
| "Hit@100": 0.469, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5856196783349101 |
| }, |
| { |
| "lambda_M": 8.0, |
| "h": 0, |
| "nDCG@10": 0.14279359159657204, |
| "MRR@10": 0.11726944444444444, |
| "P@10": 0.0246, |
| "R@10": 0.2345, |
| "R@100": 0.45175, |
| "Hit@10": 0.241, |
| "Hit@100": 0.461, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5761589403973509 |
| }, |
| { |
| "lambda_M": 8.0, |
| "h": 1, |
| "nDCG@10": 0.1421528226650886, |
| "MRR@10": 0.11458333333333333, |
| "P@10": 0.025, |
| "R@10": 0.2385, |
| "R@100": 0.45175, |
| "Hit@10": 0.245, |
| "Hit@100": 0.461, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5761589403973509 |
| }, |
| { |
| "lambda_M": 8.0, |
| "h": 2, |
| "nDCG@10": 0.13830531402089902, |
| "MRR@10": 0.11041865079365078, |
| "P@10": 0.024799999999999996, |
| "R@10": 0.2365, |
| "R@100": 0.45175, |
| "Hit@10": 0.243, |
| "Hit@100": 0.461, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5761589403973509 |
| }, |
| { |
| "lambda_M": 8.0, |
| "h": 3, |
| "nDCG@10": 0.13616666191745258, |
| "MRR@10": 0.10754960317460317, |
| "P@10": 0.024900000000000002, |
| "R@10": 0.2375, |
| "R@100": 0.45175, |
| "Hit@10": 0.244, |
| "Hit@100": 0.461, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5761589403973509 |
| }, |
| { |
| "lambda_M": 16.0, |
| "h": 0, |
| "nDCG@10": 0.14135276121067758, |
| "MRR@10": 0.11685674603174603, |
| "P@10": 0.0241, |
| "R@10": 0.2295, |
| "R@100": 0.44775, |
| "Hit@10": 0.236, |
| "Hit@100": 0.457, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 16.0, |
| "h": 1, |
| "nDCG@10": 0.14064571796096545, |
| "MRR@10": 0.11404007936507936, |
| "P@10": 0.0245, |
| "R@10": 0.2335, |
| "R@100": 0.44775, |
| "Hit@10": 0.24, |
| "Hit@100": 0.457, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 16.0, |
| "h": 2, |
| "nDCG@10": 0.13741244312056305, |
| "MRR@10": 0.10987261904761904, |
| "P@10": 0.0246, |
| "R@10": 0.2345, |
| "R@100": 0.44775, |
| "Hit@10": 0.241, |
| "Hit@100": 0.457, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 16.0, |
| "h": 3, |
| "nDCG@10": 0.13395545941530612, |
| "MRR@10": 0.10665396825396826, |
| "P@10": 0.0242, |
| "R@10": 0.2305, |
| "R@100": 0.44775, |
| "Hit@10": 0.237, |
| "Hit@100": 0.457, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 64.0, |
| "h": 0, |
| "nDCG@10": 0.14099550727217566, |
| "MRR@10": 0.116475, |
| "P@10": 0.0241, |
| "R@10": 0.2295, |
| "R@100": 0.44675, |
| "Hit@10": 0.236, |
| "Hit@100": 0.456, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 64.0, |
| "h": 1, |
| "nDCG@10": 0.14011601999940507, |
| "MRR@10": 0.11366111111111112, |
| "P@10": 0.024399999999999998, |
| "R@10": 0.2325, |
| "R@100": 0.44675, |
| "Hit@10": 0.239, |
| "Hit@100": 0.456, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 64.0, |
| "h": 2, |
| "nDCG@10": 0.13684205886163664, |
| "MRR@10": 0.10968531746031746, |
| "P@10": 0.024399999999999998, |
| "R@10": 0.2325, |
| "R@100": 0.44675, |
| "Hit@10": 0.239, |
| "Hit@100": 0.456, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| }, |
| { |
| "lambda_M": 64.0, |
| "h": 3, |
| "nDCG@10": 0.13395141411113934, |
| "MRR@10": 0.10664444444444444, |
| "P@10": 0.0242, |
| "R@10": 0.2305, |
| "R@100": 0.44675, |
| "Hit@10": 0.237, |
| "Hit@100": 0.456, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5714285714285714 |
| } |
| ], |
| "best": { |
| "lambda_M": 4.0, |
| "h": 0, |
| "nDCG@10": 0.14351980958178362, |
| "MRR@10": 0.11686468253968253, |
| "P@10": 0.025, |
| "R@10": 0.2385, |
| "R@100": 0.45975, |
| "Hit@10": 0.245, |
| "Hit@100": 0.469, |
| "n_queries": 1000, |
| "pool_relevant_recall": 0.5856196783349101 |
| } |
| } |